Improving dependability with low power fault detection model for skinny-hash. by Sonal Arvind Barge, Gerardine Immaculate Mary

“…Therefore, the mentioned fault detection technique is assimilated for the lightweight SKINNY block cipher. The resource-sharing concept is applied to the SKINNY block cipher to reduce area overhead caused by DMRC. …”
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IP Controller Design for Uncertain Two-Mass Torsional System Using Time-Frequency Analysis by Jing Cui, Jiayu Ye, Zhongyi Chu

“…With the development of industrial production, drive systems are demanded for larger inertias of motors and load machines, whereas shafts should be lightweight. In this situation, it will excite mechanical vibrations in load side, which is harmful for industrial production when the motor works. …”
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Research Progress on Interlaminar Failure Behavior of Fiber Metal Laminates by Yizhe Chen, Yichun Wang, Hui Wang

“…Fiber metal laminate (FML) is a kind of lightweight material with excellent mechanical properties combining advantages of metal laminates and fiber reinforced composites. …”
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The structural regulation of H-bonding network in the chemically-bonded polyimide/silica nanocomposite with excellent mechanical stability and improved moisture resistance by Hao Wang, Ziqiao Wang, Naihang Kuang, Yujiu Yang, Chunhua Zhang

“…Polymer-based nanocomposites, being widely concerned for lightweight and high-strength functional materials, still exhibit irreversible failures to resist mechanical damage and water erosion. …”
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Simulation and Optimization of Acoustic Package of Dash Panel Based on SEA by Jintao Su, Ling Zheng, Jianping Lou

“…On this basis, multiobjective genetic algorithm and proxy model method are used to optimize the insertion loss of the front panel acoustic pack and the weight of the dashboard by introducing multiobjective variable and experimental design method, so as to obtain the best solution to meet the requirements of insertion loss and lightweight acoustic pack of the dashboard. It is of great engineering significance for the development of acoustic components for forward design instrument panel.…”
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Insights on the use of genetic algorithm to tessellate voronoi structures in materials science by Luana Souza Almeida, Paulo Rangel Rios

“…The main advantage of these complex designs is their lightweight and enhanced mechanical properties, such as high buckling resistance. …”
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Exploiting a Spatial Attention Mechanism for Improved Depth Completion and Feature Fusion in Novel View Synthesis by Anh Minh Truong, Wilfried Philips, Peter Veelaert

“…In this work, we first implement a lightweight network based on the transformer, which is well-known for its capability to model long-range relationships within input data, to extract spatial features from color images. …”
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Evaluation of the low-cost depth cameras for non-destructive testing by Noura Y. Alghanim, Tarig Ali, Ahmed Elaksher, Mohammad Alhamaydeh

“…The mixes of the four beams were made up of lightweight aggregates with 12% of normal weight aggregates. …”
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A Blockchain-Based Edge Computing Group Signature Authentication Model for Underwater Clustered Networks by Yanxia Chen, Zhe Li, Rongxin Zhu

“…Autonomous Underwater Vehicles (AUVs) are deployed as blockchain nodes to aid cluster heads in identity verification, while all underwater acoustic nodes are integrated as lightweight blockchain nodes, thus ensuring uniform management and authentication. …”
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Topology optimization design of wing rib based on bi-directional evolutionary structural optimization method by HUANG Chenglei, FAN Qingming, LIU Hongjun, YU Boya

“…The results show that this method can obtain the optimal configuration of the wing fin, effectively improve the utilization rate of materials, and greatly reduce the weight of the wing structure, which provides a certain reference for the lightweight research of solar UAV.…”
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Research on the operational properties of the soft gripper pads by Marcin Białek, Dominik Rybarczyk

“…Consequently, this paper presents a proposal for a lightweight jaw using MR fluid, which can be implemented in a jaw gripper (e.g. …”
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An NoC Traffic Compiler for Efficient FPGA Implementation of Sparse Graph-Oriented Workloads by Nachiket Kapre, André Dehon

“…Such offline traffic optimization eliminates the need for complex, runtime NoC hardware and enables lightweight, scalable NoCs. We perform load balancing, placement, fanout routing, and fine-grained synchronization to optimize our workloads for large networks up to 2025 parallel elements for BSP model and 25 parallel elements for Token Dataflow. …”
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IQNet: Image Quality Assessment Guided Just Noticeable Difference Prefiltering for Versatile Video Coding by Yu-Han Sun, Chiang Lo-Hsuan Lee, Tian-Sheuan Chang

“…Furthermore, based on this dataset, we propose a lightweight JND prefiltering network, IQNet, which can be applied directly to different quantization cases with the same model and only needs 3K parameters. …”
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Humatch - fast, gene-specific joint humanisation of antibody heavy and light chains by Lewis Chinery, Jeliazko R. Jeliazkov, Charlotte M. Deane

“…Humatch consists of three lightweight Convolutional Neural Networks (CNNs) trained to identify human heavy V-genes, light V-genes, and well-paired antibody sequences with near-perfect accuracy. …”
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Towards evaluating and building versatile large language models for medicine by Chaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang, Yanfeng Wang, Weidi Xie

“…To demonstrate the dataset’s utility, we conducted a proof-of-concept experiment by performing instruction tuning on a lightweight, open-source medical language model. The resulting model, MMedIns-Llama 3, significantly outperformed existing models on various clinical tasks. …”
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MSSA: multi-stage semantic-aware neural network for binary code similarity detection by Bangrui Wan, Jianjun Zhou, Ying Wang, Feng Chen, Ying Qian

“…It effectively integrates the semantic and structural information of assembly instructions within and between basic blocks, and across the entire function through four semantic-aware neural networks, achieving deep understanding of binary code semantics. MSSA is a lightweight model with only 0.38M parameters in its backbone network, suitable for deployment in CPU environments. …”
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CTHNet: A CNN–Transformer Hybrid Network for Landslide Identification in Loess Plateau Regions Using High-Resolution Remote Sensing Images by Juan Li, Jin Zhang, Yongyong Fu

“…Subsequently, we proposed a neural network architecture that employs a CNN–transformer hybrid as an encoder, with the ability to extract high-dimensional, local-scale features using CNNs and global-scale features using a multi-scale lightweight transformer module, thereby enabling the automatic identification of landslides. …”
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Analysis of Transient Elastohydrodynamic Lubrication of Asymmetric Polymer Planetary Gears by Wang Youqiang, Zuo Mingyu, Hu Yu, Mo Jun, Fang Yuxin

“…Asymmetric polymer gears are used in planetary gear transmission system to cater for the design requirements of compact and lightweight mechanical structure. In order to study the transient elastohydrodynamic lubrication characteristics of the internal meshing teeth of the asymmetric polymer planetary gear transmission, a lubrication model of internal meshing gear transmission of asymmetric polymer planetary gear is established; numerical solution and simulation analysis is completed by the multi-grid method. …”
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Investigation of the mechanical behavior of epoxy composites filled with bagasse ash and pistachio shell ash: a comparative study by Dittakavi Tarun, G Ganesan, K Syam Sundar

“…The enhanced mechanical properties of these composites suggest their suitability for applications in lightweight structural components, offering an eco-friendly alternative to conventional synthetic fillers.…”
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Mechanical and Thermal Adsorption Actions on Epoxy Hybrid Composite Layered with Various Sequences of Alkali-Treated Jute and Carbon Fibre by R. Sasikumar, K. Venkadeshwaran, C. Ramesh Kannan, Melvin Victor De Poures, M. Aruna, N. Mukilarasan, Gopal Kaliyaperumal, Arundeep Murugan

“…Structural applications are accomplished by using a lightweight epoxy matrix bonded with natural jute fibre/synthetic carbon fibre to enhance the physical, mechanical, and thermal properties obtained by different sequences of alkali-treated jute fibre (J.F.)…”
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